Question 1

What is Machine Science known for?

Accepted Answer

In research, Machine Science stands highest in Physical Sciences (#5,400 of 10,670 worldwide), 2022-now. Relative to its size it is most specialised in Artificial Intelligence (Artificial Intelligence is 6.9× its share of world research).

Question 2

How does Machine Science rank in research?

Accepted Answer

Machine Science ranks #11,882 of 22,385 institutions worldwide on research quality in 2022-now (#9,995 all time), and #1,669 of 3,332 in the United States.

Question 3

Who are the top researchers at Machine Science?

Accepted Answer

Ranked on the quality score, Ralph E. Flanders, Youssef Allouah and R.M. Matveevsky lead among researchers whose main affiliation is Machine Science.

Question 4

What are the most cited papers from Machine Science?

Accepted Answer

The most cited paper from Machine Science is "Interactive Robots as Social Partners and Peer Tutors for Children: A Field Trial" (Takayuki Kanda, Takayuki Hirano, Daniel Eaton et al., 2004), with 704 citations. Next come "Ancestral graph Markov models" (578) and "Fracture mechanics of piezoelectric materials" (525).

Question 5

Which research topics does Machine Science publish most on?

Accepted Answer

By volume in 2022-now: Ethics and Social Impacts of AI, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI) and Topic Modeling.

Question 6

Which keywords describe research at Machine Science?

Accepted Answer

By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Neural Networks, Big Data, Artificial Intelligence, Security, Surveillance and Algorithmic Bias.

Question 7

Which fields of science does Machine Science work in?

Accepted Answer

In 2022-now, 70% of research at Machine Science is in Physical Sciences, 15% in Social Sciences. Its largest fields are Computer Science (33%), Engineering (23%), Medicine (7%). It does 1.8× the world's share of Physical Sciences.

Question 8

Is Machine Science's research output growing?

Accepted Answer

Output in 2022-2025 was 43% higher than in 2018-2021.

Discussion